On February 9, 2026, Srinivas Institute of Technology conducted Day 6 of the AI research bootcamp titled “GENAIVATION 2026: Innovation to Publication.” The program was organized in association with DHAARINI an AI-Tech Research Academy, with the joint effort of the ISE, CSD, and AI-DS departments.

Day 6 of the AI research bootcamp “GENAIVATION 2026: Innovation to Publication” focused on data visualization and clustering techniques using practical examples. The session was conducted by Mr. Prashanth Kannadaguli, Trainer, with an emphasis on understanding data patterns through visual and analytical methods.

The session began with synthetic data generation using make_blobs and make_moons, where students learned how sample datasets are created to study different data distributions. These datasets helped students understand how data behaves in structured and non-linear forms.

The trainer then demonstrated data visualization using Matplotlib, showing how graphs and plots help in exploring and understanding data patterns. Students learned how visualization supports better analysis and decision-making.

The session also covered Hierarchical Clustering, with a focus on Agglomerative Clustering. The trainer explained how data points are grouped step by step based on similarity. Students were guided on cluster labeling and visual interpretation, helping them understand how to read and analyze clustering results.

The session concluded with a discussion on linear versus non-linear data distribution, enabling students to recognize the importance of choosing appropriate models based on data structure.

The program received strong support from Dr. Shrinivasa Mayya D, Principal of Srinivas Institute of Technology. The guidance of Prof. Sudarshan K, Head of the Department, ISE & CSD, and Prof. Nagaraja Hebbar, Head of the Department, AI-DS, played an important role in the smooth conduct of the program. The event was also supported by Dr. Praveen Shenoy, IIC Coordinator, and Prof. Rakesh Mallya. Additional support was provided by Prof. Archana D, ACODE Advisor, Prof. Ajay Pinto, AADE Advisor, and Prof. Sowmya, AISE Advisor. The program was successfully coordinated by Prof. Aparna N, Prof. Sahana B, and Prof. Ganapathi Sharma.

Overall, Day 6 was practical and engaging, helping students build strong skills in data visualization and clustering techniques.